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KWCChangepoint

A user-friendly R package for functional and multivariate changepoint detection. This package is in the process of being submitted to CRAN. This page will be filled with more information regarding the package, its functionalities, and the theory underlying it all. Stay tuned!

Installation

To install the developmental version of this package on your device, run the following two lines in your Rstudio.

install.packages("devtools") #if devtools is not already installed
devtools::install_github("adeeb99/KWCChangepoint")

Contact Info:

For any questions or feedback, feel free to reach me at adeeb.rouhani@gmail.com

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Version

Install

install.packages('KWCChangepoint')

Monthly Downloads

107

Version

0.2.3

License

MIT + file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Adeeb Rouhani

Last Published

November 26th, 2025

Functions in KWCChangepoint (0.2.3)

epidemic_test

Test for an epidemic period in data
uni_mean

Find mean changes in a univariate sequence
uni_scale

Find scale changes in a univariate sequence
fkwc

Detect changepoints in functional data
fkwc_posthoc

Post-hoc hypothesis test for difference in covariance operators.
fkwc_multisample

Multisample hypothesis test for difference in covariance operators
amoc_test

Conduct an AMOC hypothesis test
dwbs

Find changepoints using depth-based wild binary segmentation
fmri_changepoints

Detect changepoints in a resting state fMRI scan
mkwp

Find changepoints in multivariate data
KWCChangepoint-package

KWCChangepoint: Robust Changepoint Detection for Functional and Multivariate Data